We organize papers related to causal that published on top conferences recently. (因果领域论文分类汇总)
☆103Mar 29, 2023Updated 3 years ago
Alternatives and similar repositories for Awesome-Causal-Papers
Users that are interested in Awesome-Causal-Papers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 关于causal discovery, invariant learning, machine learning等方向的论文阅读笔记和slides总结☆36Jun 10, 2025Updated last year
- Here is a list of papers related to causal reinforcement learning, and I hope you can submit relevant missing papers in the issue.☆19Jan 23, 2024Updated 2 years ago
- ☆64Nov 15, 2023Updated 2 years ago
- [SDM'23] ML4C: Seeing Causality Through Latent Vicinity☆14Nov 9, 2022Updated 3 years ago
- Multi-Instance Causal Representation Learning☆24Nov 7, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [NeurIPS 2024] "Discovery of the Hidden World with Large Language Models"☆32Dec 2, 2024Updated last year
- 🛠 How to Apply Causal ML to Real Scene Modeling?How to learn Causal ML?【✔从Causal ML到实际场景的Uplift建模】☆158Mar 25, 2023Updated 3 years ago
- Experiments to reproduce results in Interventional Causal Representation Learning.☆31Feb 1, 2023Updated 3 years ago
- Repo of "Large Language Model-based Human-Agent Collaboration for Complex Task Solving(EMNLP2024 Findings)"☆34Sep 20, 2024Updated last year
- [NAACL 2025 Demo Track] GenSim: A General Social Simulation Platform with Large Language Model based Agents☆87Dec 14, 2024Updated last year
- TensorFlow Implementation of "Enhanced Doubly Robust Learning for Debiasing Post-click Conversion Rate Estimation" in SIGIR'21☆27Jun 22, 2023Updated 3 years ago
- RecBole-Debias is a toolkit built upon RecBole for reproducing and developing debiased recommendation algorithms.☆41Mar 3, 2023Updated 3 years ago
- Official implementation of the paper "Interventions, Where and How? Experimental Design for Causal Models at Scale", NeurIPS 2022.☆20Jan 3, 2023Updated 3 years ago
- Implement Fair Recommendation Model In RecBole☆28Feb 27, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- This is an implementation for our paper "Addressing Confounding Feature Issue for Causal Recommendation" based on PyTorch.☆20Jun 15, 2023Updated 3 years ago
- Bicycle: Intervention-Based Causal Discovery with Cycles☆38Jun 3, 2025Updated last year
- TaskMet Task-driven Metric Learning for Model Learning☆21Feb 9, 2024Updated 2 years ago
- We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NU…☆515Mar 3, 2023Updated 3 years ago
- Code for the causal benchmark library☆13Mar 11, 2025Updated last year
- A curated list of causal reinforcement learning resources.☆112Dec 16, 2023Updated 2 years ago
- TensorFlow implementation of "A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Le…☆16Jul 2, 2022Updated 4 years ago
- Causal Imitative Model official code☆18Jan 30, 2022Updated 4 years ago
- Efficient Conditionally Invariant Representation Learning (ICLR 2023, Oral)☆21Nov 27, 2022Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Python implementation of the Invariant Causal Prediction (ICP) algorithm, from the 2015 paper "Causal inference using invariant predictio…☆27Feb 15, 2024Updated 2 years ago
- Source code and data for "Causal reasoning over knowledge graphs leveraging drug-perturbed and disease-specific transcriptomic signatures…☆19Jul 3, 2024Updated 2 years ago
- ☆11Apr 5, 2024Updated 2 years ago
- [SIGSPATIAL 2025 Best Paper Award] Official implement of XXLTraffic: Expanding and Extremely Long Traffic Forecasting beyond Test Adaptat…☆30Jun 19, 2026Updated 2 months ago
- G Square Conditional Independence Test☆11Mar 7, 2017Updated 9 years ago
- CausalDisco contains baseline algorithms and analytics tools for Causal Discovery. The package can be installed by running `pip install C…☆18Jun 16, 2026Updated 2 months ago
- ☆22Nov 5, 2024Updated last year
- (SIGIR2020) “Asymmetric Tri-training for Debiasing Missing-Not-At-Random Explicit Feedback’’☆21Nov 21, 2022Updated 3 years ago
- ☆14Oct 21, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A version of scikit-learn that includes implementations of Wager & Athey and Scott Powers causal forests.☆22Nov 9, 2016Updated 9 years ago
- 关于domain generalization,domain adaptation,causality,robutness,prompt,optimization,generative model各式各样研究的阅读笔记☆1,241Dec 14, 2023Updated 2 years ago
- The companion code to the paper "Model-based Causal Bayesian Optimization"☆11Nov 16, 2022Updated 3 years ago
- Official Implementation of Information Theoretic Counterfactual Learning from Missing Not At Random Feedback. NeurIPS 2020.☆28Mar 3, 2021Updated 5 years ago
- Weakly-Supervised Residual Evidential Learning for Multi-Instance Uncertainty Estimation (ICML 2024)☆15Jul 19, 2024Updated 2 years ago
- [NAACL 25 main] Awesome LLM Causal Reasoning is a collection of LLM-based casual reasoning works, including papers, codes and datasets.☆125Apr 11, 2026Updated 4 months ago
- Curated research at the intersection of causal inference and natural language processing.☆819Feb 1, 2024Updated 2 years ago